US9261982B2 - Image adjusting method and optical navigating apparatus utilizing the image adjusting method - Google Patents
Image adjusting method and optical navigating apparatus utilizing the image adjusting method Download PDFInfo
- Publication number
- US9261982B2 US9261982B2 US13/802,819 US201313802819A US9261982B2 US 9261982 B2 US9261982 B2 US 9261982B2 US 201313802819 A US201313802819 A US 201313802819A US 9261982 B2 US9261982 B2 US 9261982B2
- Authority
- US
- United States
- Prior art keywords
- brightness value
- image
- brightness
- pixel
- current image
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Active, expires
Links
Images
Classifications
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
- G06T5/00—Image enhancement or restoration
- G06T5/90—Dynamic range modification of images or parts thereof
- G06T5/92—Dynamic range modification of images or parts thereof based on global image properties
-
- G—PHYSICS
- G06—COMPUTING OR CALCULATING; COUNTING
- G06F—ELECTRIC DIGITAL DATA PROCESSING
- G06F3/00—Input arrangements for transferring data to be processed into a form capable of being handled by the computer; Output arrangements for transferring data from processing unit to output unit, e.g. interface arrangements
- G06F3/01—Input arrangements or combined input and output arrangements for interaction between user and computer
- G06F3/03—Arrangements for converting the position or the displacement of a member into a coded form
- G06F3/033—Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor
- G06F3/0354—Pointing devices displaced or positioned by the user, e.g. mice, trackballs, pens or joysticks; Accessories therefor with detection of 2D relative movements between the device, or an operating part thereof, and a plane or surface, e.g. 2D mice, trackballs, pens or pucks
- G06F3/03543—Mice or pucks
-
- G06T5/009—
Definitions
- the present invention relates to an image adjusting method and an optical navigating apparatus utilizing the image adjusting method, and particularly relates to an image adjusting method and an optical navigating apparatus utilizing the image adjusting method, which can perform contrast enhancing according to various brightness information of the image.
- An optical navigating apparatus such as an optical mouse, utilizes an image sensor to catch continuous images, and then utilizes the features of these images (ex. brightness) to compute displacement of the optical navigating apparatus.
- the caught images may be affected by some factors such that the images are out of focus or have indefinite features, thus the computing for displacement may have error.
- the printed circuit board thickness which the image sensor is provided on must be controlled to fall in a predetermined range, or the caught image may be out of focus.
- the surface that the optical navigating apparatus passes may have no apparent features, such that the image may have indefinite features.
- one objective of the present invention is to provide an image adjusting method, which utilizes brightness information of an image to determine if a contrast enhancing operation should be performed to an image and the intensity of the contrast enhancing operation.
- Another objective of the present invention is to provide an optical navigating apparatus utilizing the above-mentioned image adjusting method, which utilizes brightness information of an image to determine if a contrast enhancing operation should be performed to an image and the intensity of the contrast enhancing operation, such that a clearer image can be provided.
- the optical navigating apparatus can perform a more accurate displacement detecting operation.
- One embodiment of the present invention discloses a computer readable recording media, having at least one program code recorded thereon, an image adjusting method can be performed when the program code is read and executed.
- the image adjusting method comprises: catching a current image; computing at least one kind of brightness information of the current image; respectively setting corresponding threshold values to different kinds of the brightness information; and determining if a contrast enhancing operation should be performed to the current image to generate an adjusted image according to a number that the brightness information is over the threshold value.
- an optical navigating apparatus which comprises: at least one light source, for emitting light to an object; an image sensor, for catching a current image that is generated via the object and the light; and a displacement detecting module, for computing at least one kind of brightness information of the current image, for respectively setting corresponding threshold values to different kinds of the brightness information, and for determining if a contrast enhancing operation should be performed to the current image to generate an adjusted image according to a number that the brightness information is over the threshold value.
- the displacement detecting module determines if displacement exists between the object and the optical navigating apparatus according to the adjusted image if the displacement detecting module performs the contrast enhancing operation.
- the displacement detecting module determines if displacement exists between the object and the optical navigating apparatus according to the current image if the displacement detecting module does not perform the contrast enhancing operation.
- various kinds of brightness information can be utilized to determine if the image should be adjusted or not.
- the indefinite feature of the brightness information or the image can be utilized to determine how to adjust the contrast of the image.
- the optical navigation utilizing the images adjusted by these mechanisms can perform more accurate displacement detecting.
- FIG. 1 is a schematic diagram illustrating an image adjusting method according to the embodiment of the present invention.
- FIG. 2 is a detail flow chart for the image adjusting method according to the embodiment of the present invention.
- FIG. 3 is a schematic diagram illustrating a de-gradient operation according to the embodiment of the present invention.
- FIG. 4 is a schematic diagram illustrating the image before de-gradient operation.
- FIG. 5 is a schematic diagram illustrating the image after de-gradient operation.
- FIG. 6 is a block diagram illustrating an optical navigating apparatus according to one embodiment of the present invention.
- FIG. 1 is a schematic diagram illustrating an image adjusting method according to the embodiment of the present invention. Please note FIG. 1 only illustrates one example and does not mean to limit the scope of the present invention.
- an average brightness value AV is computed, which can be the average brightness value for a previous image, or the average brightness value for a current image.
- a brightness value difference between a pixel to be adjusted brightness value and the average brightness value AV, and the brightness value difference is utilized to adjust the pixel to be adjusted.
- the brightness value difference between a brightness value for a pixel to be adjusted P 1 and the average brightness value AV is X
- the pixel to be adjusted P 1 is adjusted to be an adjusted pixel P 1 ′, such that the brightness value difference between the adjusted pixel P 1 ′ and the average brightness value AV is doubled.
- the adjusted pixel P 1 ′ has a brightness value 2X.
- the brightness value difference between a brightness value for a pixel to be adjusted P 2 and the average brightness value AV is ⁇ 0.5X
- the pixel to be adjusted P 2 is also adjusted to be an adjusted pixel P 2 ′, such that the brightness value difference between the adjusted pixel P 2 ′ and the average brightness value AV is doubled.
- the adjusted pixel P 2 ′ has a brightness value ⁇ X.
- the brightness difference between the adjusted pixel and the average brightness value AV is not limited to be twice the brightness difference between a brightness value of the pixel to be adjusted and the average brightness value AV.
- the ratio between these two brightness values can be other values.
- other brightness information of the image can be utilized to adjust this ratio, and be utilized to determine if the contrast enhancing operation should be performed.
- FIG. 2 is a detail flow chart for the image adjusting method according to the embodiment of the present invention.
- FIG. 2 comprises the following steps:
- the brightness information is compared with these threshold values, and it is determined if the contrast enhancing operation should be performed and if the ratio should be adjusted according to the comparing result.
- the brightness information includes at least one of the following information: an average brightness value of the current image; a maximum brightness value of the current image; a minimum brightness value of the current image; a brightness range of the current image (i.e. difference between a maximum brightness value and a minimum brightness value of the image); a pixel number for current image pixels having a brightness value smaller than a minimum brightness threshold value; a pixel number for current image pixels having a brightness value larger than a maximum brightness threshold value; and a maximum value of brightness value differences for adjacent pixels of the current image.
- step 209 Compare the brightness information and the threshold values, and determine if the contrast enhancing operation should be performed according to the comparing result. If yes, go to step 209 , if not, go to step 217 .
- the determining mechanism can include only one determining mechanism or more than one determining mechanisms. For example, it can be determined if the contrast enhancing operation should be performed or not according to at lease one of: the average brightness value of the image, the maximum brightness value of the image; and the minimum brightness value of the image. Besides, it also can be determined according to a brightness range of the current image. The image is easy to be identified if the brightness range of the current image is large enough, thus no contrast enhancing operation is needed. Additionally, either a pixel number for current image pixels having a brightness value smaller than a minimum brightness threshold value, or a pixel number for current image pixels having a brightness value larger than a maximum brightness threshold value, can be utilized to determine if the contrast enhancing operation should be performed or not.
- the maximum value of brightness value differences for adjacent pixels of the image can be utilized to determine if the contrast enhancing operation should be performed or not. If the brightness value differences for adjacent pixels are large enough, it means the image is easy to be identified, thus no contrast enhancing operation is needed.
- the step 209 is utilized to determine the ratio, that is, the K in the step 211 .
- a value of K is determined by a number that the brightness information is larger than the threshold value. For example, a parameter Cetup that indicates a number that the pixels in the current image are too dark is computed in the step 221 . If the parameter Cetup is larger than the threshold value Upth and K is not larger than the threshold value Kmax, then K is increased. In the step 223 , a parameter Cetdn that indicates a number that the pixels in the current image are too bright is computed. If the parameter Cetdn is larger than the threshold value dnth and K is not 0, then K is decreased.
- step 225 If both the parameters Cetup and the Cetdn are less than the threshold values, go to step 225 and keeps K.
- the orders of the steps 221 and 223 can be exchanged. However, please not the steps 221 , 223 and 225 are only for example, but also other mechanisms can also be utilized to set K.
- Equation (1) P +( P ⁇ avg cur )* K Equation (1)
- the operation corresponding to Equation (1) includes the following steps: computing a brightness value difference between a pixel to be adjusted brightness value (P) for a pixel to be adjusted in the current image and the average brightness value (avg cur ); and adjusting the pixel to be adjusted according to the brightness value difference, the pixel to be adjusted brightness value and the brightness information (i.e. determining K).
- Equation (2) P +( P ⁇ avg pre )* K Equation (2)
- the operation corresponding to Equation (2) includes the following steps: computing a brightness value difference between a pixel to be adjusted brightness value (P) for a pixel to be adjusted in the current image and the average brightness value (avg pre ); and adjusting the pixel to be adjusted according to the brightness value difference, the pixel to be adjusted brightness value and the brightness information (i.e. determining K).
- the average brightness value of the image that is not performed the contrast enhancing operation and which of the image that has been adjusted by the contrast enhancing operation are the same, but it does not mean to limit.
- Step 213 Determine if the contrast enhancing operation should be performed or not according to the feature caught in the step 213 . For example, if various indefinite features still exist in the image, it means the next image may need contrast enhancing operation. If it is determined that the contrast enhancing operation is needed, back to the step 209 . If not, go to step 217 .
- Utilize other processes to process the image For example, utilize a normal process having no contrast enhancing operation to catch the image and compute displacement for the optical navigating apparatus, while utilizing the optical navigating apparatus.
- an image adjusting method can b acquired, which includes the following steps: (a) catch a current image; (b) compute at least one kind of brightness information of the current image; (c) respectively set corresponding threshold values to different kinds of the brightness information; and (d) determine if a contrast enhancing operation should be performed to the current image to generate an adjusted image according to a number that the brightness information is over the threshold value.
- image adjusting method can be performed via executing program code recorded on a computer readable recording media.
- FIG. 3 is a schematic diagram illustrating a de-gradient operation according to the embodiment of the present invention.
- the average brightness value of the image is computed first, and then the average brightness value of each pixel line is compared with which of the adjacent pixel lines, such that a brightness tendency can be acquired.
- the pixel line 2 is compared with the pixel line 3 and the pixel line 1 .
- the pixel line 3 is compared with the pixel line 2 and the pixel line 4 .
- the relations between the average brightness value of each pixel line and which of a previous pixel line or a next pixel line thereof can be acquired, such that the brightness tendency of the image can be acquired as well.
- the image can be determined that is has a brightness tendency for becoming dark.
- an incorrect adjusted image may be generated such that the accuracy for displacement computing of the optical navigating apparatus is affected.
- an average brightness value for a whole image can be acquired, and then each pixel line is compensated (ex. increase or decrease the brightness value) according to the brightness value difference between the average brightness value for the whole image and the average brightness value for each pixel line.
- the brightness tendency of the image can be computed according to a maximum brightness value or a minimum brightness value for each pixel line. For example, a maximum brightness value of the pixel line 2 is compared with which of the pixel line 3 and which of the pixel line 1 . Alternatively, a maximum brightness value of the pixel line 3 is compared with which of the pixel line 2 and which of the pixel line 4 . In one embodiment, if the brightness tendencies computed according to the average brightness value, the maximum brightness value and the minimum brightness value are different, no de-gradient operation is performed.
- FIG. 4 is a schematic diagram illustrating the image before de-gradient operation, which corresponds to the embodiment shown in FIG. 3 .
- the image IM has a brightness tendency that becomes dark up-down.
- the image IM shown in FIG. 5 has uniform brightness distribution.
- FIG. 6 is a block diagram illustrating an optical navigating apparatus according to one embodiment of the present invention. Please note the optical navigating apparatus according to the present invention is not limited to have all devices shown in FIG. 6 .
- the optical navigating apparatus 600 includes a light source 601 (or more than one light sources), an image sensor 603 , and a displacement detecting module 605 .
- the light source 601 emits light to an object (a surface Sr in this embodiment).
- the image sensor 603 catches a current image LPA that is generated via the surface Sr and the light.
- the displacement detecting module 605 computes at least one kind of brightness information of the current image LPA, respectively sets corresponding threshold values to different kinds of the brightness information, and determines if a contrast enhancing operation should be performed to the current image LPA to generate an adjusted image PLPA according to a number that the brightness information is over the threshold value.
- the displacement detecting module 605 determines if displacement exists between the Surface Sr and the optical navigating apparatus 600 according to the adjusted image PLPA if the displacement detecting module 605 performs the contrast enhancing operation.
- the displacement detecting module 605 determines if displacement exists between the surface Sr and the optical navigating apparatus 600 according to the current image LPA if the displacement detecting module 605 does not perform the contrast enhancing operation.
- the displacement detecting module 605 comprises an image signal processing unit 607 , an image signal analyzing unit 609 and a displacement computing unit 611 (but not limited).
- the image signal processing unit 607 and the image signal analyzing unit 609 respectively receives the current image LPA.
- the image signal analyzing unit 609 analyzes brightness information of the current image LPA and transmits the brightness information LI to the image signal processing unit 607 .
- the image signal analyzing unit 609 can analyze several previous images and store the brightness information thereof.
- the image signal processing unit 607 determines if the contrast enhancing operation should be performed or not according to the brightness information LI.
- the displacement computing unit 611 determines if displacement exists between the Surface Sr and the optical navigating apparatus 600 and outputs the displacement information MI according to the current image LPA if the image signal processing unit 607 does not perform the contrast enhancing operation. On the contrary, the displacement computing unit 611 determines if displacement exists between the surface Sr and the optical navigating apparatus 600 and outputs the displacement information MI according to the adjusted image PLPA if the image signal processing unit 607 performs the contrast enhancing operation.
- the displacement information MI is transmitted to the control unit 613 , and then the control units accordingly controls the light source 601 and the image sensor, but not limited.
- optical navigating apparatus 600 can be acquired according to above-mentioned embodiments, thus it is omitted for brevity here.
- various kinds of brightness information can be utilized to determine if the image should be adjusted or not.
- the indefinite feature of the brightness information or the image can be utilized to determine how to adjust the contrast of the image.
- the optical navigation utilizing the images adjusted by these mechanisms can perform more accurate displacement detecting.
Landscapes
- Engineering & Computer Science (AREA)
- Theoretical Computer Science (AREA)
- Physics & Mathematics (AREA)
- General Physics & Mathematics (AREA)
- General Engineering & Computer Science (AREA)
- Human Computer Interaction (AREA)
- Image Processing (AREA)
- Studio Devices (AREA)
Abstract
Description
P′=P+(P−avgcur)*K Equation (1)
P′=P+(P−avgpre)*K Equation (2)
Claims (20)
P′=P+(P−avgcur)*K
P′=P+(P−avgpre)*K
P′=P+F(P−avgcur)*K
P′=P+(P−avgpre)*K
Applications Claiming Priority (3)
| Application Number | Priority Date | Filing Date | Title |
|---|---|---|---|
| TW101145448A | 2012-12-04 | ||
| TW101145448 | 2012-12-04 | ||
| TW101145448A TWI472989B (en) | 2012-12-04 | 2012-12-04 | Image adjusting method and optical navigating apparatus utlizing the image adjusting method |
Publications (2)
| Publication Number | Publication Date |
|---|---|
| US20140152567A1 US20140152567A1 (en) | 2014-06-05 |
| US9261982B2 true US9261982B2 (en) | 2016-02-16 |
Family
ID=50824941
Family Applications (1)
| Application Number | Title | Priority Date | Filing Date |
|---|---|---|---|
| US13/802,819 Active 2033-09-07 US9261982B2 (en) | 2012-12-04 | 2013-03-14 | Image adjusting method and optical navigating apparatus utilizing the image adjusting method |
Country Status (2)
| Country | Link |
|---|---|
| US (1) | US9261982B2 (en) |
| TW (1) | TWI472989B (en) |
Cited By (1)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20220358322A1 (en) * | 2021-05-05 | 2022-11-10 | Pixart Imaging Inc. | Computer readable recording medium which can be used to perform image quality improvement method and optical navigation method |
Families Citing this family (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US11216922B2 (en) | 2019-12-17 | 2022-01-04 | Capital One Services, Llc | Systems and methods for recognition of user-provided images |
| CN112019763B (en) * | 2020-07-31 | 2021-12-21 | 广东小天才科技有限公司 | A photographing method and terminal device |
| US11740709B2 (en) * | 2021-06-10 | 2023-08-29 | Pixart Imaging Inc. | Image quality improving method, optical navigation device control method, and optical navigation device using the methods |
| CN117611578B (en) * | 2024-01-17 | 2024-06-11 | 深圳市新良田科技股份有限公司 | Image processing method and image processing system |
Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6175659B1 (en) * | 1998-10-06 | 2001-01-16 | Silicon Intergrated Systems Corp. | Method and apparatus for image scaling using adaptive edge enhancement |
| US20040119682A1 (en) * | 2002-12-18 | 2004-06-24 | International Business Machines Corporation | Self-correcting autonomic mouse |
| US20040212593A1 (en) * | 2003-04-23 | 2004-10-28 | Sunplus Technology Co., Ltd. | Optical mechanism of an optical mouse |
| US20070046829A1 (en) * | 2005-08-30 | 2007-03-01 | Jimmy Su | Apparatus and method for enhancing image contrast |
| US20080118176A1 (en) * | 2006-11-21 | 2008-05-22 | Wintek Corporation | Adjusting apparatus for enhancing the contrast of image and method therefor |
| US20090033682A1 (en) * | 2007-08-03 | 2009-02-05 | Samsung Electronics Co., Ltd. | Method and system of immersive generation for two-dimension still image and factor dominating method, image content analysis method and scaling parameter prediction method for generating immersive sensation |
| US20090102793A1 (en) * | 2007-10-22 | 2009-04-23 | Microsoft Corporation | Optical mouse |
| US20110025604A1 (en) * | 2009-08-03 | 2011-02-03 | Yuan-Jung Chang | System for adjusting a light output of an optical mouse and a mouse thereof |
| US20120188262A1 (en) * | 2011-01-25 | 2012-07-26 | Qualcomm Incorporated | Detecting static images and reducing resource usage on an electronic device |
Family Cites Families (4)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| EP0963111A1 (en) * | 1998-06-02 | 1999-12-08 | Deutsche Thomson-Brandt Gmbh | Method and apparatus for dynamic contrast improvement in video pictures |
| JP2001195035A (en) * | 2000-01-14 | 2001-07-19 | Fujitsu General Ltd | Contrast adjustment circuit |
| US6826310B2 (en) * | 2001-07-06 | 2004-11-30 | Jasc Software, Inc. | Automatic contrast enhancement |
| CN103139598B (en) * | 2013-03-14 | 2014-11-19 | 天津大学 | A method for determining the normalized contrast range that affects stereoscopic image comfort |
-
2012
- 2012-12-04 TW TW101145448A patent/TWI472989B/en active
-
2013
- 2013-03-14 US US13/802,819 patent/US9261982B2/en active Active
Patent Citations (9)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US6175659B1 (en) * | 1998-10-06 | 2001-01-16 | Silicon Intergrated Systems Corp. | Method and apparatus for image scaling using adaptive edge enhancement |
| US20040119682A1 (en) * | 2002-12-18 | 2004-06-24 | International Business Machines Corporation | Self-correcting autonomic mouse |
| US20040212593A1 (en) * | 2003-04-23 | 2004-10-28 | Sunplus Technology Co., Ltd. | Optical mechanism of an optical mouse |
| US20070046829A1 (en) * | 2005-08-30 | 2007-03-01 | Jimmy Su | Apparatus and method for enhancing image contrast |
| US20080118176A1 (en) * | 2006-11-21 | 2008-05-22 | Wintek Corporation | Adjusting apparatus for enhancing the contrast of image and method therefor |
| US20090033682A1 (en) * | 2007-08-03 | 2009-02-05 | Samsung Electronics Co., Ltd. | Method and system of immersive generation for two-dimension still image and factor dominating method, image content analysis method and scaling parameter prediction method for generating immersive sensation |
| US20090102793A1 (en) * | 2007-10-22 | 2009-04-23 | Microsoft Corporation | Optical mouse |
| US20110025604A1 (en) * | 2009-08-03 | 2011-02-03 | Yuan-Jung Chang | System for adjusting a light output of an optical mouse and a mouse thereof |
| US20120188262A1 (en) * | 2011-01-25 | 2012-07-26 | Qualcomm Incorporated | Detecting static images and reducing resource usage on an electronic device |
Cited By (2)
| Publication number | Priority date | Publication date | Assignee | Title |
|---|---|---|---|---|
| US20220358322A1 (en) * | 2021-05-05 | 2022-11-10 | Pixart Imaging Inc. | Computer readable recording medium which can be used to perform image quality improvement method and optical navigation method |
| US11734912B2 (en) * | 2021-05-05 | 2023-08-22 | Pixart Imaging Inc. | Computer readable recording medium which can be used to perform image quality improvement method and optical navigation method |
Also Published As
| Publication number | Publication date |
|---|---|
| TWI472989B (en) | 2015-02-11 |
| TW201423524A (en) | 2014-06-16 |
| US20140152567A1 (en) | 2014-06-05 |
Similar Documents
| Publication | Publication Date | Title |
|---|---|---|
| US9261982B2 (en) | Image adjusting method and optical navigating apparatus utilizing the image adjusting method | |
| US10885626B2 (en) | Identifying apparatus, identifying method, and program | |
| CN111742214B (en) | Defect type determination method for substrate inspection device and screen printing machine | |
| US9582872B2 (en) | Optical film defect detection method and system thereof | |
| US10860901B2 (en) | Detection system, information processing apparatus, evaluation method, and program | |
| CN109036265A (en) | Optical compensation device applied to display panel and operation method thereof | |
| CN104601899A (en) | Image processing apparatus and image processing method | |
| JP2014115264A (en) | Three-dimensional shape measuring device and control method therefor | |
| US11354799B2 (en) | Image processing for inspecting an inspection target image so that a difference in the difference image greater than a threshold value is reduced | |
| US10359727B2 (en) | Image processing apparatus, image processing method, and storage medium, that determine a type of edge pixel | |
| US20170061898A1 (en) | Display apparatus and irradiation light controlling method | |
| US9170682B2 (en) | Image processing method for optical touch system | |
| US10331244B2 (en) | Navagation device with fast frame rate upshift and operating method thereof | |
| US9846816B2 (en) | Image segmentation threshold value deciding method, gesture determining method, image sensing system and gesture determining system | |
| CN103873786A (en) | Image adjustment method and optical navigator using same | |
| JP6114559B2 (en) | Automatic unevenness detector for flat panel display | |
| CN112969289B (en) | Feeding fool-proof method for PCB | |
| US20150042761A1 (en) | Method, apparatus, and stereo camera for controlling image lightness | |
| US9274614B2 (en) | Optical mouse apparatus based on image variation and related method thereof | |
| US20200049825A1 (en) | Image noise compensating system, and auto clean machine | |
| JP2017225094A (en) | Image reading device and image reading program | |
| US9454242B2 (en) | Optical displacement detection apparatus and optical displacement detection method thereof | |
| CN120359742A (en) | Method for evaluating lighting settings for vehicle system calibration | |
| US20160364627A1 (en) | Image determining method and object coordinate computing apparatus | |
| US9799107B2 (en) | Image brightness adjusting method, object tracking method and object tracking apparatus |
Legal Events
| Date | Code | Title | Description |
|---|---|---|---|
| AS | Assignment |
Owner name: PIXART IMAGING INC., TAIWAN Free format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:CHEN, TZU-YU;REEL/FRAME:029991/0894 Effective date: 20130313 |
|
| STCF | Information on status: patent grant |
Free format text: PATENTED CASE |
|
| FEPP | Fee payment procedure |
Free format text: ENTITY STATUS SET TO UNDISCOUNTED (ORIGINAL EVENT CODE: BIG.); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY |
|
| MAFP | Maintenance fee payment |
Free format text: PAYMENT OF MAINTENANCE FEE, 4TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1551); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY Year of fee payment: 4 |
|
| MAFP | Maintenance fee payment |
Free format text: PAYMENT OF MAINTENANCE FEE, 8TH YEAR, LARGE ENTITY (ORIGINAL EVENT CODE: M1552); ENTITY STATUS OF PATENT OWNER: LARGE ENTITY Year of fee payment: 8 |